{"id":"W4416417020","doi":"10.3390/fi17110530","title":"A Stateful Extension to P4THLS for Advanced Telemetry and Flow Control","year":2025,"lang":"en","type":"article","venue":"Future Internet","topic":"Network Time Synchronization Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stateful firewall; Field-programmable gate array; Forwarding plane; Pipeline (software); Network packet; Context switch; Context (archaeology); Reduction (mathematics); Packet processing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103197,0.0007310344,0.0002232079,0.0006238302,0.0003150378,0.00164135,0.001854759,0.0006531719,0.00734129],"category_scores_gemma":[0.002022903,0.0007066324,0.0008465475,0.0004431502,0.0009860342,0.002107795,0.001687989,0.001498001,0.002171208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007696438,"about_ca_system_score_gemma":0.001419703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001536539,"about_ca_topic_score_gemma":0.001674094,"domain_scores_codex":[0.9994172,0.00009652985,0.00008787131,0.00008394893,0.0002290026,0.00008549747],"domain_scores_gemma":[0.9989257,0.0002565483,0.0001357544,0.0004612831,0.0001725513,0.0000481217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00167096,0.000481826,0.008199393,0.001692571,0.0001679471,0.00173784,0.001419098,0.07224792,0.128378,0.2223372,0.04861794,0.5130492],"study_design_scores_gemma":[0.0002580885,0.0006701588,0.001907026,0.0002637819,0.0002006306,0.001195274,0.0001488077,0.3110988,0.2365837,0.05873036,0.3887514,0.0001918396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01733051,0.0001519218,0.920159,0.0001693655,0.0001166907,0.000255889,0.0006043643,0.05299519,0.008216948],"genre_scores_gemma":[0.3548897,0.0005283738,0.6034476,0.0007602997,0.0001320204,0.0008696553,0.003648746,0.00805788,0.02766579],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00734129,"threshold_uncertainty_score":0.02455908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003131490475353491,"score_gpt":0.2332614161980986,"score_spread":0.2301299257227451,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}